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Discover the best community collections!

Collections including paper arxiv:2411.00855

Reasoning, Thinking, RL and Test-Time Scaling

Mulberry: Empowering MLLM with o1-like Reasoning and Reflection via Collective Monte Carlo Tree Search

Paper • 2412.18319 • Published Dec 24, 2024 • 37
Token-Budget-Aware LLM Reasoning

Paper • 2412.18547 • Published Dec 24, 2024 • 46
Efficiently Serving LLM Reasoning Programs with Certaindex

Paper • 2412.20993 • Published Dec 30, 2024 • 36
B-STaR: Monitoring and Balancing Exploration and Exploitation in Self-Taught Reasoners

Paper • 2412.17256 • Published Dec 23, 2024 • 46

Synthetic Data and Self-Improvement

Training Software Engineering Agents and Verifiers with SWE-Gym

Paper • 2412.21139 • Published Dec 30, 2024 • 22
Evaluating Language Models as Synthetic Data Generators

Paper • 2412.03679 • Published Dec 4, 2024 • 48
Self-Rewarding Language Models

Paper • 2401.10020 • Published Jan 18, 2024 • 146
Self-Discover: Large Language Models Self-Compose Reasoning Structures

Paper • 2402.03620 • Published Feb 6, 2024 • 115

Check out our paper list !

Corex: Pushing the Boundaries of Complex Reasoning through Multi-Model Collaboration

Paper • 2310.00280 • Published Sep 30, 2023 • 3
Symbol-LLM: Towards Foundational Symbol-centric Interface For Large Language Models

Paper • 2311.09278 • Published Nov 15, 2023 • 7
OS-Copilot: Towards Generalist Computer Agents with Self-Improvement

Paper • 2402.07456 • Published Feb 12, 2024 • 44
SeeClick: Harnessing GUI Grounding for Advanced Visual GUI Agents

Paper • 2401.10935 • Published Jan 17, 2024 • 4

Symbol-LLM: Towards Foundational Symbol-centric Interface For Large Language Models

Paper • 2311.09278 • Published Nov 15, 2023 • 7
Interactive Evolution: A Neural-Symbolic Self-Training Framework For Large Language Models

Paper • 2406.11736 • Published Jun 17, 2024 • 5
OS-ATLAS: A Foundation Action Model for Generalist GUI Agents

Paper • 2410.23218 • Published Oct 30, 2024 • 47
Vision-Language Models Can Self-Improve Reasoning via Reflection

Paper • 2411.00855 • Published Oct 30, 2024 • 5

Matryoshka Diffusion Models

Paper • 2310.15111 • Published Oct 23, 2023 • 42
AToM: Amortized Text-to-Mesh using 2D Diffusion

Paper • 2402.00867 • Published Feb 1, 2024 • 11
Neural Network Diffusion

Paper • 2402.13144 • Published Feb 20, 2024 • 95
Panda-70M: Captioning 70M Videos with Multiple Cross-Modality Teachers

Paper • 2402.19479 • Published Feb 29, 2024 • 33

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